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A new study [PDF] from Ramp's economics lab has found that businesses are steadily replacing freelance workers hired through platforms like Upwork and Fiverr with AI tools from OpenAI and Anthropic, and the substitution is happening at a fraction of the cost. The paper, authored by Ryan Stevens, Ramp's Director of Applied Sciences, tracked firm-level spending data from Q3 2021 to Q3 2025 across thousands of companies on Ramp's expense management platform. The share of total business spend going to online labor marketplaces fell from 0.66% in Q4 2021 to 0.14% in Q3 2025, while AI model provider spending rose from zero to 2.85% over the same period. More than half the businesses that used freelance marketplaces in Q2 2022 had stopped entirely by Q2 2025. The cost dynamics are particularly notable. Firms most exposed to AI -- those that historically spent the most on freelancers -- substituted at a rate of roughly $1 in reduced freelance spend for every $0.03 in AI spend. A middle-exposure group showed a ratio of $1 to $0.30. The study uses a difference-in-differences design built around the launch of ChatGPT in October 2022 as a natural experiment. Stevens notes that micro-level substitution does not imply aggregate job loss, as demand for workers who build and maintain AI systems could grow faster than displacement.

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Accenture has reportedly started tracking staff use of its AI tools and will take this into consideration when deciding on top promotions, as the consulting company tries to increase uptake of the technology by its workforce. From a report: The company told senior managers and associate directors that being promoted to leadership roles would require "regular adoption" of artificial intelligence, according to an internal email seen by the Financial Times. The consultancy has also begun collecting data on weekly log-ins to its AI tools by some senior staff members, the FT reports. Accenture has previously said it has trained 550,000 of its 780,000-strong workforce in generative AI, up from only 30 people in 2022, and has announced it is rolling out training to all of its employees as part of its annual $1bn annual spend on learning. Among the tools whose use will reportedly be monitored is Accenture's AI Refinery. The chief executive, Julie Sweet, has previously said this will "create opportunities for companies to reimagine their processes and operations, discover new ways of working, and scale AI solutions across the enterprise to help drive continuous change and create value."

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Workplace grievances that once fit in a single email are now ballooning into 30-page documents stuffed with irrelevant historical detail, made-up legal precedents, and citations to laws from the wrong country -- and UK employment lawyers say generative AI is the likely culprit. Anna Bond, legal director at Lewis Silkin, says the complaints she now sees sometimes cite Canadian legislation or fabricated case law. Sinead Casey, employment partner at Linklaters, calls such filings "confidently incompetent" -- superficially persuasive even to lawyers. The flood of bloated claims is compounding pressure on an already stretched tribunal system: Ministry of Justice figures show new employment cases rose 33% in the three months to September, even as concluded cases fell 10% year over year. Investor Marc Andreessen, quipping on X: Overheard in Silicon Valley: "Marginal cost of arguing is going to zero."

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Phison CEO Pua Khein-Seng, whose company is one of the leading makers of controller chips for SSDs and other flash memory devices, admitted in a televised interview that the ongoing global RAM shortage could force companies to cut back their product lines in the second half of 2026 -- and that some may not survive at all if they cannot secure enough memory. The interview, conducted in Chinese by Ningguan Chen of Taiwanese broadcaster Next TV, drew an important distinction: it was the interviewer who raised the possibility of shutdowns and product discontinuations, and Khein-Seng largely agreed rather than volunteering the prediction himself. The shortage stems from AI data centers consuming the vast majority of the world's memory supply, a buildout that has sent RAM prices up by three to six times over the past several months. Only three companies control 93% of the global DRAM market, and all three have chosen to prioritize profits over rapid capacity expansion. Even Nvidia may skip shipping a gaming GPU for the first time in 30 years, and Apple could struggle to secure enough chips. Khein-Seng also expects consumers will increasingly repair broken products rather than replace them.

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An anonymous reader shares a report: Amazon has officially dethroned Walmart as the biggest global company by revenue, a milestone attesting to the massive scale the e-commerce and cloud-computing giant has achieved since its humble beginnings in 1994 as an online bookseller in Jeff Bezos' Seattle-area garage. Walmart, which had been the largest company by revenue for more than a decade, on Thursday reported sales of $713.2 billion for the 12 months ending Jan. 31. Amazon, which operates on a fiscal year ending in December, earlier this month reported 2025 sales of $717 billion. Bezos carefully studied Walmart founder Sam Walton, embracing many of his business strategies while building his company. Over the past decade, Amazon's revenue has increased at almost 10 times the pace of Walmart's, fueled by a shift in consumer spending from stores to websites and its rapidly growing cloud-computing business, Amazon Web Services.

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An anonymous reader quotes a report from the Financial Post: In 2024, the Ethiopian government banned the import of fossil fuel-powered vehicles and slashed tariffs on their electric equivalents. It was a policy driven less by the country's climate ambitions and more by fiscal pressures. For years, subsidizing gasoline for consumers has been a major drag on Ethiopia's budget, costing the state billions of dollars over the past decade. The country defaulted on its sovereign bonds in 2023 after rising interest rates drove up the costs of servicing its debts, and it received a $3.4 billion bailout from the International Monetary Fund the following year. In the two years since the ban on internal combustion engine vehicles, EV adoption has grown from less than 1% to nearly 6% of all of the vehicles on the road in the country -- according to the government's own figures -- some way above the global average of 4%. "The Ethiopia story is fascinating," said Colin McKerracher, head of clean transport at BloombergNEF. "What you're seeing in places that don't make a lot of vehicles of any type, they're saying: 'Well, look, if I'm going to import the cars anyway, then I'd rather import less oil. We may as well import the one that cleans up local air quality and is cheaper to buy.'" For decades, Ethiopia's high import tariffs on vehicles put new car ownership out of the reach of most of the country's population. Per capita gross domestic product is only about $1,000, and even by the standards of low-income countries, it has among the lowest car ownership rates. At 13 vehicles per 1,000 people, it's a fraction of the African average of 73. With few cars manufactured in the country, the vast majority are imported, and most are bought used. The government's import policy has upended the market. In parallel, tariffs for EVs were dropped to 15% for completed cars, 5% for parts and semi-assembled vehicles, and zero for "fully knocked down" -- vehicles shipped in parts and assembled locally. That has made new EVs cost-competitive with old gasoline cars.

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India's digital payment platforms process trillions of dollars a year through UPI, the government-built real-time payments rail that handles more than 90% of all payment transactions in the country, but one of their largest net revenue line items is not a payment product at all: it's a cheap plastic speaker that sits on a shopkeeper's counter and reads out incoming payments aloud. The roughly 23 million soundboxes deployed across India earn about $220 million a year in rental fees, more than every explicitly UPI-linked revenue line in the ecosystem combined, according to estimates from Bernstein. Each device costs $7-12 to manufacture and earns its platform $7-10 a year in rent. A story adds: PhonePe processes about 48% of all UPI transactions in India. Its net payment processing revenue in H1 FY26 was about $83 million. Its device revenue was about $34 million. Running nearly half of India's real-time payment infrastructure earns PhonePe only 2.4 times what it makes from renting speakers to shopkeepers.

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An anonymous reader quotes a report from the Guardian: Tech companies are conflating traditional artificial intelligence with generative AI when claiming the energy-hungry technology could help avert climate breakdown, according to a report. Most claims that AI can help avert climate breakdown refer to machine learning and not the energy-hungry chatbots and image generation tools driving the sector's explosive growth of gas-guzzling datacenters, the analysis of 154 statements found. The research, commissioned by nonprofits including Beyond Fossil Fuels and Climate Action Against Disinformation, did not find a single example where popular tools such as Google's Gemini or Microsoft's Copilot were leading to a "material, verifiable, and substantial" reduction in planet-heating emissions. Ketan Joshi, an energy analyst and author of the report, said the industry's tactics were "diversionary" and relied on tried and tested methods that amount to "greenwashing." He likened it to fossil fuel companies advertising their modest investments in solar panels and overstating the potential of carbon capture. "These technologies only avoid a minuscule fraction of emissions relative to the massive emissions of their core business," said Joshi. "Big tech took that approach and upgraded and expanded it." [...] Joshi said the discourse around AI's climate benefits needed to be "brought back to reality." "The false coupling of a big problem and a small solution serves as a distraction from the very preventable harms being done through unrestricted datacenter expansion," he said.

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According to Lara Trump, Donald Trump has prepared but not yet delivered a speech about extraterrestrial life, though the White House says such a speech would be "news to me." White House Spokesperson Karoline Leavitt continued: "I'll have to check in with our speech writing team. Uh, and that would be of great interest to me personally, and I'm sure all of you in this room and apparently former President Obama, too." The Hill reports: Lara Trump, speaking on the Pod Force One podcast, said the president has played coy when she and her husband Eric have asked about the existence of UFO's and aliens. "We've kind of asked my father-in-law about this... we all want to know about the UFOs... and he played a little coy with us," Lara Trump said. "I've heard kind of around, I think my father-in-law has actually said it, that there is some speech that he has, that I guess at the right time, I don't know when the right time is, he's going to break out and talk about and it has to do with maybe some sort of extraterrestrial life." Obama has clarified in recent days that he has seen no evidence that aliens are real, after comments he made on a podcast with Brian Tyler Cohen seeming to confirm his knowledge of extraterrestrial life went viral. "They're real but I haven't seen them," Obama said on the podcast. "And they're not being kept in... what is it? Area 51. There's no underground facility unless there's this enormous conspiracy and they hid it from the president of the United States." Later, in a post on Instagram, Obama clarified that he was trying to answer in the light-hearted spirit of a speed round of questions and that, "Statistically, the universe is so vast that the odds are good there's life out there." "But the distances between solar systems are so great that the chances we've been visited by aliens is low, and I saw no evidence during my presidency that extraterrestrials have made contact with us. Really!"

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An anonymous reader quotes a report from the New York Times: The first shot has been fired in the legal war over the Environmental Protection Agency's rollback of its "endangerment finding," which had been the foundation for federal climate regulations. Environmental and health groups filed a lawsuit on Wednesday morning in the U.S. Court of Appeals for the District of Columbia Circuit, arguing that the E.P.A.'s move to eliminate limits on greenhouse gases from vehicles, and potentially other sources, was illegal. The suit was triggered by last week's decision by the E.P.A. to kill one of its key scientific conclusions, the endangerment finding, which says that greenhouse gases harm public health. The finding had formed the basis for climate regulations in the United States. The lawsuit claims that the agency is rehashing arguments that the Supreme Court already considered, and rejected, in a landmark 2007 case, Massachusetts v. E.P.A. The issue is likely to end up back before the Supreme Court, which is now far more conservative. In the 2007 case, the justices ruled that the E.P.A. was required to issue a scientific determination as to whether greenhouse gases were a threat to public health under the 1970 Clean Air Act and to regulate them if they were. As a result, two years later, in 2009, the E.P.A. issued the endangerment finding, allowing the government to limit greenhouse gas emissions, which cause climate change. "With this action, E.P.A. flips its mission on its head," said Hana Vizcarra, a senior lawyer at the nonprofit Earthjustice, which is representing six groups in the lawsuit. "It abandons its core mandate to protect human health and the environment to boost polluting industries and attempts to rewrite the law in order to do so." [...] Also on Wednesday, two other nonprofit law firms filed their own lawsuit against the E.P.A. over the endangerment finding, on behalf of 18 youth plaintiffs. That suit, by Our Children's Trust and Public Justice, argues that the E.P.A.'s move was unconstitutional. Separate legal challenges to E.P.A. rules are generally consolidated into one case at the D.C. Circuit Court, which is where disputes involving the Clean Air Act are required to be heard. But the sheer number of groups involved could make the legal battle lengthy and complicated to manage. A three-judge panel at the Circuit Court is expected to pore over several rounds of legal briefs before oral arguments begin. Those may not take place until next year.

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Uber plans to invest $100 million in EV charging infrastructure to support current and future robotaxi fleets in cities like Los Angeles, the Bay Area, and Dallas, "eventually partner[ing] with multiple robotaxi companies on actual robotaxi deployment -- WeRide, Waabi, Lucid, Nuro, May Mobility, Momenta, and Waymo of course," reports CleanTechnica. From the report: "Cities can only unlock the full promise of autonomy and electrification if the right charging infrastructure is built for scale. That infrastructure needs to work for today's drivers and the fleets of the future," said Uber's global head of mobility, Pradeep Parameswaran. In addition to building some infrastructure itself, the company is making "utilization guarantee agreements" with EVgo for various major US cities as well as Electra, Hubber, and Ionity in Europe. On Uber's latest shareholder call, CEO Dara Khosrowshahi said that the company would make "targeted growth-oriented investments aligned with the 6 strategic areas of focus." That includes self-driving vehicles/robotaxis. "With the benefit of learning from multiple AV deployments around the world, we're more convinced than ever that AVs will unlock a multitrillion-dollar opportunity for Uber. AVs amplify the fundamental strengths of our platform, global scale, deep demand density, sophisticated marketplace technology, and decades of on-the-ground experience matching riders, drivers, and vehicles, all in real time," Khosrowshahi added.

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Google's Pixel 10a is essentially a flatter version of last year's Pixel 9a, keeping the same Tensor G4 chip, camera hardware, RAM, storage, and $500 price while dropping features like Pixelsnap Qi2 charging and advanced Gemini AI capabilities found in higher-end models. Gizmodo reports: We use words like "candy bar" or "slab" to describe our full-screen smartphones, but Google has designed what is likely the slabbiest phone of the modern era. During an hour-long hands-on with Google's all-new Google Pixel 10a, I slid the phone across a desk and felt oddly satisfied that it could glide as neatly as a figure skater without any hint of a camera bump hindering its path. It's the first thing I need to bring up regarding the Pixel 10a, because there's no other discernible difference between this phone and the previous-gen Pixel 9a. And that seems to be the point. The Pixel 10a starts at $500, exactly how much the Pixel 9a cost at launch. In a Q&A with journalists, Google told Gizmodo that the company wanted to offer the same price point as before. That apparently required Google to stick with the same Tensor G4 chip as last year. You still have the same storage options of 128GB or 256GB and the minimum of 8GB of RAM. Think of the Pixel 10a as a Pixel 9a with a reduced camera bump. If you're one of the heretics who uses a phone without a case, that fact alone may be enough to pay attention. Otherwise, you'll be scrounging to find any real difference between the Pixel 10a and one of last year's best mid-range phones.

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An anonymous reader quotes a report from the New York Times: Meta is preparing to spend $65 million this year to boost state politicians who are friendly to the artificial intelligence industry, beginning this week in Texas and Illinois, according to company representatives. The sum is the biggest election investment by Meta, which owns Facebook, Instagram and WhatsApp. The company was previously cautious about campaign engagements, making small donations out of a corporate political action committee and contributing to presidential inaugurations. It also let executives like Sheryl Sandberg, who was chief operating officer, support candidates in their personal capacities. Now Meta is betting bigger on politics, driven by concerns over the regulatory threat to the artificial intelligence industry as it aims to beat back legislation in states that it fears could inhibit A.I. development, company representatives said. To do that, Meta is quietly starting two new super PACs, according to federal filings surfaced by The New York Times. One group, Forge the Future Project, is backing Republicans. Another, Making Our Tomorrow, is backing Democrats. The new PACs join two others already started by Meta, one of which is focused on California while the other is an umbrella organization that finances the company's spending in other states. In total, the four super PACs have an initial budget of $65 million, according to federal and state filings. Meta's spending is set to start this week in Illinois and Texas, where the company generally favors backing Democratic and Republican incumbents or engaging in open races rather than deposing existing officials, company representatives said in interviews. [...] Last year, Meta's public policy vice president, Brian Rice, said the company would start spending in politics because of "inconsistent regulations that threaten homegrown innovation and investments in A.I." The company started its first two super PACs, American Technology Excellence Project and Mobilizing Economic Transformation Across California. Meta put $45 million into American Technology Excellence Project in September. That money is expected, in turn, to flow to Forge the Future Project, Making Our Tomorrow and potentially to other entities. [...] In California, which has some of the country's most onerous campaign-finance disclosures, Meta in August put $20 million into Mobilizing Economic Transformation Across California, which shortens to META California. State laws require the sponsoring company to be disclosed in the name of the entity. In December, Meta put $5 million into another California committee called California Leads, which is focused on promoting moderate business policy and not A.I., according to state records.

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Mark Zuckerberg is testifying in a landmark Los Angeles trial examining whether Meta and other social media firms can be held liable for designing platforms that allegedly addict and harm children. NBC News reports: It's the first of a consolidated group of cases -- from more than 1,600 plaintiffs, including over 350 families and over 250 school districts -- scheduled to be argued before a jury in Los Angeles County Superior Court. Plaintiffs accuse the owners of Instagram, YouTube, TikTok and Snap of knowingly designing addictive products harmful to young users' mental health. Historically, social media platforms have been largely shielded by Section 230, a provision added to the Communications Act of 1934, that says internet companies are not liable for content users post. TikTok and Snap reached settlements with the first plaintiff, a 20-year-old woman identified in court as K.G.M., ahead of the trial. The companies remain defendants in a series of similar lawsuits expected to go to trial this year. [...] Matt Bergman, founding attorney of Social Media Victims Law Center -- which is representing about 750 plaintiffs in the California proceeding and about 500 in the federal proceeding -- called Wednesday's testimony "more than a legal milestone -- it is a moment that families across this country have been waiting for." "For the first time, a Meta CEO will have to sit before a jury, under oath, and explain why the company released a product its own safety teams warned were addictive and harmful to children," Bergman said in a statement Tuesday, adding that the moment "carries profound weight" for parents "who have spent years fighting to be heard." "They deserve the truth about what company executives knew," he said. "And they deserve accountability from the people who chose growth and engagement over the safety of their children."

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Google is bringing its Lyria 3 AI music model into the Gemini app, allowing users to generate 30-second songs from text, images, or video prompts directly within the chatbot. The Verge reports: Lyria 3's text-to-music capabilities allow Gemini app users to make songs by describing specific genres, moods, or memories, such as asking for an "Afrobeat track for my mother about the great times we had growing up." The music generator can make instrumental audio and songs with lyrics composed automatically based on user prompts. Users can also upload photographs and video references, which Gemini then uses to generate a track with lyrics that fit the vibe. "The goal of these tracks isn't to create a musical masterpiece, but rather to give you a fun, unique way to express yourself," Google said in its announcement blog. Gemini will add custom cover art generated by Nano Banana to songs created on the app, which aims to make them easier to share and download. Google is also bringing Lyria 3 to YouTube's Dream Track tool, which allows creators to make custom AI soundtracks for Shorts. Dream Track and Lyria were initially demonstrated with the ability to mimic the style and voice of famous performers. Google says it's been "very mindful" of copyright in the development of Lyria 3 and that the tool "is designed for original expression, not for mimicking existing artists." When prompted for a specific artist, Gemini will make a track that "shares a similar style or mood" and uses filters to check outputs against existing content.

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An anonymous reader quotes a report from Ars Technica: For a while now, Mac owners have been able to use tools like CrossOver and Game Porting Toolkit to get many Windows games running on their operating system of choice. Now, GameSir plans to add its own potential solution to the mix, announcing that a version of its existing Windows emulation tool for Android will be coming to macOS. Hong Kong-based GameSir has primarily made a name for itself as a manufacturer of gaming peripherals -- the company's social media profile includes a self-description as "the Anti-Stick Drift Experts." Early last year, though, GameSir rolled out the Android GameHub app, which includes a GameFusion emulator that the company claims "provides complete support for Windows games to run on Android through high-precision compatibility design." In practice, GameHub and GameFusion for Android haven't quite lived up to that promise. Testers on Reddit and sites like EmuReady report hit-or-miss compatibility for popular Steam titles on various Android-based handhelds. At least one Reddit user suggests that "any Unity, Godot, or Game Maker game tends to just work" through the app, while another reports "terrible compatibility" across a wide range of games. With Sunday's announcement, GameSir promises a similar opportunity to "unlock your entire Steam library" and "run Win games/Steam natively" on Mac will be "coming soon." GameSir is also promising "proprietary AI frame interpolation" for the Mac, following the recent rollout of a "native rendering mode" that improved frame rates on the Android version. There are some "reasons to worry" though, based on the company's uneven track record. The Android version faced controversy for including invasive tracking components, which were later removed after criticism. There were also questions about the use of open-source code, as GameSir acknowledged referencing and using UI components from Winlator, even while maintaining that its core compatibility layer was developed in-house.

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TP-Link is facing legal action from the state of Texas for allegedly misleading consumers with "Made in Vietnam" claims despite China-dominated manufacturing and supply chains, and for marketing its devices as secure despite reported firmware vulnerabilities exploited by Chinese state-sponsored actors. The Register: The Lone Star State's Attorney General, Ken Paxton, is filing the lawsuit against California-based TP-Link Systems Inc., which was originally founded in China, accusing it of deceptively marketing its networking devices and alleging that its security practices and China-based affiliations allowed Chinese state-sponsored actors to access devices in the homes of American consumers. It is understood that this is just the first of several lawsuits that the Office of the Attorney General intends to file this week against "China-aligned companies," as part of a coordinated effort to hold China accountable under Texas law. The lawsuit claims that TP-Link is the dominant player in the US networking and smart home market, controlling 65 percent of the American market for network devices. It also alleges that TP-Link represents to American consumers that the devices it markets and sells within the US are manufactured in Vietnam, and that consistent with this, the devices it sells in the American market carry a "Made in Vietnam" sticker.

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A study of more than 12,000 European firms found that AI adoption causally increases labour productivity by 4% on average across the EU, and that it does so without reducing employment in the short run. Researchers from the Bank for International Settlements and the European Investment Bank used an instrumental variable strategy that matched EU firms to comparable US firms by sector, size, investment intensity and other characteristics, then used the AI adoption rates of those US counterparts as a proxy for exogenous AI exposure among European firms. The productivity gains, however, skewed heavily toward medium and large companies. Among large firms, 45% had deployed AI, compared to just 24% of small firms. The study also found that complementary investments mattered enormously: an extra percentage point of spending on workforce training amplified AI's productivity effect by 5.9%, and an extra point on software and data infrastructure added 2.4%.

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Cleveland.com, the digital arm of Ohio's Plain Dealer newspaper, has removed writing from the workloads of certain reporters and handed that job to what editor Chris Quinn calls an "AI rewrite specialist" who turns reporter-gathered material into article drafts. The reporters on these beats -- covering Lorain, Lake, Geauga, and most recently Medina County -- are assigned entirely to reporting, spending their time on in-person interviews and meeting sources for coffee. Editors review the AI-produced drafts and reporters get the final say before publication. Quinn says the arrangement has effectively freed up an extra workday per week for each reporter. The newsroom adopted this model last year to expand local coverage into counties it could no longer staff with full teams, and Quinn described the setup in a February 14 letter after a college journalism student withdrew from a reporting role over the newsroom's use of AI. Quinn blamed journalism schools for the student's reaction, saying professors have repeatedly told students that AI is bad.

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Andrew Yang, the former presidential candidate and longtime Universal Basic Income advocate, published a blog post this week warning that AI is about to displace millions of white-collar workers in the U.S. over the next 12 to 18 months, a wave he has taken to calling "the Fuckening." Yang cited a conversation with the CEO of a publicly traded tech company who said the firm is cutting 15% of its workforce now and plans another 20% cut in two years, followed by yet another 20% two years after that. The U.S. currently has about 70 million white-collar workers, and Yang expects that number to fall by 20 to 50% over the next several years. Underemployment among recent college graduates has already hit 52%, and only 30% of graduating seniors have landed a job in their field. Yang's proposed remedy remains the same one he ran on in 2020: Universal Basic Income.

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